Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-29 1.127856 1.371995 1.685438 2.130456 2.769766 3.697674 5.240732
2025-07-06 0.797773 1.058457 1.443297 2.096263 3.288249 5.691496 12.320429
2025-07-13 0.670356 0.946564 1.399381 2.289452 4.324966 10.303640 48.668973
2025-07-20 0.578564 0.852688 1.336884 2.402296 5.361086 18.354751 544.778739
2025-07-27 0.502262 0.761783 1.244281 2.396616 6.135041 30.685252 NaN
2025-08-03 0.438608 0.678193 1.139511 2.307438 6.577082 47.759527 NaN
2025-08-10 0.400436 0.632726 1.098225 2.360851 7.735391 106.879999 NaN
2025-08-17 0.373760 0.603466 1.082806 2.481087 9.577431 454.291912 NaN
2025-08-24 0.344540 0.564339 1.035716 2.482491 10.877644 4418.538877 NaN
2025-08-31 0.315007 0.520442 0.968381 2.387337 11.383223 NaN NaN
2025-09-07 0.299568 0.502867 0.960022 2.498096 14.195064 NaN NaN
2025-09-14 0.281779 0.478069 0.928772 2.510170 16.324809 NaN NaN
2025-09-21 0.262201 0.447832 0.879712 2.436583 17.395277 NaN NaN
2025-09-28 0.245849 0.422881 0.840579 2.391018 19.003314 NaN NaN
2025-10-05 0.240428 0.420821 0.861584 2.625083 28.477790 NaN NaN
2025-10-12 0.232152 0.411437 0.860747 2.762941 39.569584 NaN NaN
2025-10-19 0.220835 0.394006 0.833987 2.755943 47.008688 NaN NaN
2025-10-26 0.208151 0.372347 0.791771 2.646827 48.628175 NaN NaN
2025-11-02 0.200675 0.361983 0.781212 2.712128 64.981875 NaN NaN
2025-11-09 0.195442 0.356292 0.783665 2.859644 103.965619 NaN NaN
2025-11-16 0.187715 0.344033 0.764044 2.861370 134.664870 NaN NaN
2025-11-23 0.178443 0.327419 0.728678 2.744563 137.374537 NaN NaN
2025-11-30 0.174317 0.322771 0.730407 2.880568 257.285278 NaN NaN